{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import wave\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_yuputu(audio):\n",
    "    #绘制频谱\n",
    "    f = wave.open(audio, 'rb')\n",
    "    params = f.getparams()\n",
    "    nchannels, sampwidth, framerate, nframes = params[:4]\n",
    "    strData = f.readframes(nframes)#读取音频，字符串格式\n",
    "    waveData = np.fromstring(strData,dtype=np.int16)\n",
    "    \n",
    "    print(\"plotting spectrogram...\")\n",
    "    framelength = 0.025 #帧长20~30ms\n",
    "    framesize = framelength*16000 #每帧点数 N = t*fs,通常情况下值为256或512,要与NFFT相等\\\n",
    "                                        #而NFFT最好取2的整数次方,即framesize最好取的整数次方\n",
    "\n",
    "    #找到与当前framesize最接近的2的正整数次方\n",
    "    nfftdict = {}\n",
    "    lists = [32,64,128,256,512,1024]\n",
    "    for i in lists:\n",
    "        nfftdict[i] = abs(framesize - i)\n",
    "    sortlist = sorted(nfftdict.items(), key=lambda x: x[1])#按与当前framesize差值升序排列\n",
    "    framesize = int(sortlist[0][0])#取最接近当前framesize的那个2的正整数次方值为新的framesize\n",
    "\n",
    "    NFFT = framesize #NFFT必须与时域的点数framsize相等，即不补零的FFT\n",
    "    overlapSize = 1.0/3 * framesize #重叠部分采样点数overlapSize约为每帧点数的1/3~1/2\n",
    "    overlapSize = int(round(overlapSize))#取整\n",
    "    waveData = np.reshape(waveData,[nframes,nchannels]).T\n",
    "    spectrum,freqs,ts,fig = plt.specgram(waveData[0],NFFT = NFFT,Fs =framerate,window=np.hanning(M = framesize),\n",
    "                                         noverlap=overlapSize,mode='default',scale_by_freq=True,sides='default',\n",
    "                                         scale='dB',xextent=None)#绘制频谱图 \n",
    "    print(waveData[0],  framesize)\n",
    "    #print(ts* 1000)\n",
    "    print(np.mean(ts) *1000, np.median(ts)*1000)\n",
    "    plt.ylabel('Frequency')\n",
    "    plt.xlabel('Time(s)')\n",
    "    plt.title('Spectrogram')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "plotting spectrogram...\n",
      "[1743 1397 1087 ...  882  674 -409] 512\n",
      "2488.25 2488.25\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\Users\\CYT\\Anaconda3\\lib\\site-packages\\ipykernel_launcher.py:7: DeprecationWarning: The binary mode of fromstring is deprecated, as it behaves surprisingly on unicode inputs. Use frombuffer instead\n",
      "  import sys\n"
     ]
    },
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_yuputu('audio_wav3/xiefei_a5/xiefei_a51585792516.wav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
